Awais, Ch Muhammad
Awais, Ch Muhammad
Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo" - ISTI
A classification-aware super-resolution framework for ship targets in SAR imagery
2026 Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay
A Survey on SAR ship classification using deep learning
2026 Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Salerno, Emanuele
Addressing SAR ship class imbalance via targeted oversampling of foundation model embeddings
2026 Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay
Deep learning methods for SAR ship classification under data scarcity, class imbalance, and limited resolution
2026 Awais, Ch Muhammad
Fusion of foundation models for imbalanced SAR ship classification
2026 Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay
A framework for imbalanced SAR ship classification: curriculum learning, weighted loss functions, and a novel evaluation metric
2025 Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.
Feature-space oversampling for addressing class imbalance in SAR ship classification
2025 Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.; Karakuş, O.
Image quality vs performance in super-resolution for SAR ship classification
2025 Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.
SAR-to-Infrared domain adaptation for maritime surveillance with limited data
2025 Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.; Galdelli, A.
SI-Lab Annual Research Report 2024
2025 Awais, Ch Muhammad; Baiamonte, A.; Benassi, A.; Berti, A.; Bertini, G.; Buongiorno, R; Bulotta, D.; Cafiso, M.; Carboni, A.; Carloni, G.; Caudai, C.; Colantonio, S.; Conti, F.; Daoudagh, S.; Del Corso, G.; Fusco, G.; Galesi, G.; Germanese, D.; Gravili, S.; Ignesti, G.; Kuruoglu, E. E.; Lazzini, G.; Leone, G. R.; Leporini, B.; Magrini, M.; Martinelli, M.; Omrani, Ali Reza; Pachetti, E.; Papini, O.; Paradisi, P.; Pardini, F.; Pascali, M. A.; Pieri, G.; Reggiannini, M.; Righi, M.; Salerno, E.; Salvetti, O.; Scozzari, A.; Sebastiani, L.; Straface, S.; Tampucci, M.; Tarabella, L.; Tonazzini, A.; Moroni, D.
Evaluating the Impact of fine-tuning on deep learning models for SAR ship classification
2024 Awais, Ch Muhammad; Reggiannini, M.
Future fishery and deep learning
2024 Awais, Ch Muhammad; Moroni, D.; Reggiannini, M.
Imbalanced datasets through the lens of transfer-learning
2024 Awais Ch, Muhammad.; Reggiannini, M.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A classification-aware super-resolution framework for ship targets in SAR imagery | 1-gen-2026 | Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay | |
| A Survey on SAR ship classification using deep learning | 1-gen-2026 | Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Salerno, Emanuele | |
| Addressing SAR ship class imbalance via targeted oversampling of foundation model embeddings | 1-gen-2026 | Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay | |
| Deep learning methods for SAR ship classification under data scarcity, class imbalance, and limited resolution | 4-giu-2026 | Awais, Ch Muhammad | |
| Fusion of foundation models for imbalanced SAR ship classification | 1-gen-2026 | Awais, Ch Muhammad; Reggiannini, Marco; Moroni, Davide; Karakus, Oktay | |
| A framework for imbalanced SAR ship classification: curriculum learning, weighted loss functions, and a novel evaluation metric | 1-gen-2025 | Awais, Ch Muhammad; Reggiannini, M.; Moroni, D. | |
| Feature-space oversampling for addressing class imbalance in SAR ship classification | 1-gen-2025 | Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.; Karakuş, O. | |
| Image quality vs performance in super-resolution for SAR ship classification | 1-gen-2025 | Awais, Ch Muhammad; Reggiannini, M.; Moroni, D. | |
| SAR-to-Infrared domain adaptation for maritime surveillance with limited data | 1-gen-2025 | Awais, Ch Muhammad; Reggiannini, M.; Moroni, D.; Galdelli, A. | |
| SI-Lab Annual Research Report 2024 | 1-gen-2025 | Awais, Ch Muhammad; Baiamonte, A.; Benassi, A.; Berti, A.; Bertini, G.; Buongiorno, R; Bulotta, D.; Cafiso, M.; Carboni, A.; Carloni, G.; Caudai, C.; Colantonio, S.; Conti, F.; Daoudagh, S.; Del Corso, G.; Fusco, G.; Galesi, G.; Germanese, D.; Gravili, S.; Ignesti, G.; Kuruoglu, E. E.; Lazzini, G.; Leone, G. R.; Leporini, B.; Magrini, M.; Martinelli, M.; Omrani, Ali Reza; Pachetti, E.; Papini, O.; Paradisi, P.; Pardini, F.; Pascali, M. A.; Pieri, G.; Reggiannini, M.; Righi, M.; Salerno, E.; Salvetti, O.; Scozzari, A.; Sebastiani, L.; Straface, S.; Tampucci, M.; Tarabella, L.; Tonazzini, A.; Moroni, D. | |
| Evaluating the Impact of fine-tuning on deep learning models for SAR ship classification | 1-gen-2024 | Awais, Ch Muhammad; Reggiannini, M. | |
| Future fishery and deep learning | 1-gen-2024 | Awais, Ch Muhammad; Moroni, D.; Reggiannini, M. | |
| Imbalanced datasets through the lens of transfer-learning | 1-gen-2024 | Awais Ch, Muhammad.; Reggiannini, M. |